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Semantic Modeling for Data

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Semantic Modeling for Data Synopsis

What value does semantic data modeling offer? As an information architect or data science professional, let’s say you have an abundance of the right data and the technology to extract business gold—but you still fail. The reason? Bad data semantics. In this practical and comprehensive field guide, author Panos Alexopoulos takes you on an eye-opening journey through semantic data modeling as applied in the real world. You’ll learn how to master this craft to increase the usability and value of your data and applications. You’ll also explore the pitfalls to avoid and dilemmas to overcome for building high-quality and valuable semantic representations of data. Understand the fundamental concepts, phenomena, and processes related to semantic data modeling Examine the quirks and challenges of semantic data modeling and learn how to effectively leverage the available frameworks and tools Avoid mistakes and bad practices that can undermine your efforts to create good data models Learn about model development dilemmas, including representation, expressiveness and content, development, and governance Organize and execute semantic data initiatives in your organization, tackling technical, strategic, and organizational challenges

About This Edition

ISBN: 9781492054276
Publication date: 17th January 2024
Author: Panos Alexopoulos
Publisher: O'Reilly Media
Format: Paperback
Pagination: 306 pages
Genres: Natural language and machine translation
Data mining
Information architecture
Information theory
Information technology: general topics
Database design and theory
Semantics, discourse analysis, stylistics